Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	1649
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	270.7 KiB
Average record size in memory	168.1 B

Variable types

Numeric	20
Categorical	1

Alerts

`Adult Mortality` is highly overall correlated with `HIV/AIDS` and 2 other fields	High correlation
`infant deaths` is highly overall correlated with `Measles` and 4 other fields	High correlation
`Alcohol` is highly overall correlated with `Income composition of resources` and 2 other fields	High correlation
`percentage expenditure` is highly overall correlated with `GDP` and 3 other fields	High correlation
`Hepatitis B` is highly overall correlated with `Polio` and 1 other fields	High correlation
`Measles` is highly overall correlated with `infant deaths` and 1 other fields	High correlation
`BMI` is highly overall correlated with `thinness 1-19 years` and 4 other fields	High correlation
`under-five deaths` is highly overall correlated with `infant deaths` and 4 other fields	High correlation
`Polio` is highly overall correlated with `Hepatitis B` and 1 other fields	High correlation
`Diphtheria` is highly overall correlated with `Hepatitis B` and 1 other fields	High correlation
`HIV/AIDS` is highly overall correlated with `Adult Mortality` and 3 other fields	High correlation
`GDP` is highly overall correlated with `percentage expenditure` and 3 other fields	High correlation
`thinness 1-19 years` is highly overall correlated with `BMI` and 4 other fields	High correlation
`thinness 5-9 years` is highly overall correlated with `BMI` and 4 other fields	High correlation
`Income composition of resources` is highly overall correlated with `Adult Mortality` and 12 other fields	High correlation
`Schooling` is highly overall correlated with `infant deaths` and 11 other fields	High correlation
`Life expectancy` is highly overall correlated with `Adult Mortality` and 11 other fields	High correlation
`Status` is highly overall correlated with `Alcohol` and 3 other fields	High correlation
`GDP` has unique values	Unique
`infant deaths` has 395 (24.0%) zeros	Zeros
`Measles` has 554 (33.6%) zeros	Zeros
`under-five deaths` has 353 (21.4%) zeros	Zeros
`Income composition of resources` has 48 (2.9%) zeros	Zeros

Reproduction

Analysis started	2023-10-23 08:17:18.291026
Analysis finished	2023-10-23 08:19:27.509178
Duration	2 minutes and 9.22 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Year
Real number (ℝ)

Distinct	16
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007.8405

Minimum	2000
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	2000
5-th percentile	2001
Q1	2005
median	2008
Q3	2011
95-th percentile	2014
Maximum	2015
Range	15
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.0877105
Coefficient of variation (CV)	0.0020358741
Kurtosis	-1.0578616
Mean	2007.8405
Median Absolute Deviation (MAD)	3
Skewness	-0.20017086
Sum	3310929
Variance	16.709377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2014	131	7.9%
2013	130	7.9%
2011	130	7.9%
2012	129	7.8%
2010	128	7.8%
2009	126	7.6%
2008	123	7.5%
2007	120	7.3%
2006	114	6.9%
2005	110	6.7%
Other values (6)	408	24.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	61	3.7%
2001	66	4.0%
2002	81	4.9%
2003	95	5.8%
2004	103	6.2%
2005	110	6.7%
2006	114	6.9%
2007	120	7.3%
2008	123	7.5%
2009	126	7.6%

Value	Count	Frequency (%)
2015	2	0.1%
2014	131	7.9%
2013	130	7.9%
2012	129	7.8%
2011	130	7.9%
2010	128	7.8%
2009	126	7.6%
2008	123	7.5%
2007	120	7.3%
2006	114	6.9%

Status
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.0 KiB

Developing	1407
Developed	242

Length

Max length	10
Median length	10
Mean length	9.8532444
Min length	9

Characters and Unicode

Total characters	16248
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Developing
2nd row	Developing
3rd row	Developing
4th row	Developing
5th row	Developing

Common Values

Value	Count	Frequency (%)
Developing	1407	85.3%
Developed	242	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
developing	1407	85.3%
developed	242	14.7%

Most occurring characters

Value	Count	Frequency (%)
e	3540	21.8%
D	1649	10.1%
v	1649	10.1%
l	1649	10.1%
o	1649	10.1%
p	1649	10.1%
i	1407	8.7%
n	1407	8.7%
g	1407	8.7%
d	242	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14599	89.9%
Uppercase Letter	1649	10.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3540	24.2%
v	1649	11.3%
l	1649	11.3%
o	1649	11.3%
p	1649	11.3%
i	1407	9.6%
n	1407	9.6%
g	1407	9.6%
d	242	1.7%

Uppercase Letter

Value	Count	Frequency (%)
D	1649	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16248	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3540	21.8%
D	1649	10.1%
v	1649	10.1%
l	1649	10.1%
o	1649	10.1%
p	1649	10.1%
i	1407	8.7%
n	1407	8.7%
g	1407	8.7%
d	242	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16248	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3540	21.8%
D	1649	10.1%
v	1649	10.1%
l	1649	10.1%
o	1649	10.1%
p	1649	10.1%
i	1407	8.7%
n	1407	8.7%
g	1407	8.7%
d	242	1.5%

Adult Mortality
Real number (ℝ)

HIGH CORRELATION

Distinct	369
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	168.21528

Minimum	1
Maximum	723
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	77
median	148
Q3	227
95-th percentile	412.6
Maximum	723
Range	722
Interquartile range (IQR)	150

Descriptive statistics

Standard deviation	125.31042
Coefficient of variation (CV)	0.74494074
Kurtosis	2.4009446
Mean	168.21528
Median Absolute Deviation (MAD)	74
Skewness	1.2764291
Sum	277387
Variance	15702.701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	18	1.1%
12	18	1.1%
22	15	0.9%
144	15	0.9%
127	15	0.9%
13	14	0.8%
11	14	0.8%
189	14	0.8%
183	14	0.8%
138	14	0.8%
Other values (359)	1498	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	0.4%
2	8	0.5%
3	3	0.2%
4	3	0.2%
6	10	0.6%
7	7	0.4%
8	6	0.4%
9	7	0.4%
11	14	0.8%
12	18	1.1%

Value	Count	Frequency (%)
723	1	0.1%
717	1	0.1%
715	1	0.1%
699	1	0.1%
693	1	0.1%
686	1	0.1%
679	1	0.1%
675	1	0.1%
666	1	0.1%
665	1	0.1%

infant deaths
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	165
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.553062

Minimum	0
Maximum	1600
Zeros	395
Zeros (%)	24.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	22
95-th percentile	110.2
Maximum	1600
Range	1600
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	120.84719
Coefficient of variation (CV)	3.712314
Kurtosis	85.319969
Mean	32.553062
Median Absolute Deviation (MAD)	3
Skewness	8.4773694
Sum	53680
Variance	14604.043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	395	24.0%
1	220	13.3%
2	142	8.6%
3	97	5.9%
4	62	3.8%
6	37	2.2%
8	31	1.9%
7	30	1.8%
10	28	1.7%
11	28	1.7%
Other values (155)	579	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	395	24.0%
1	220	13.3%
2	142	8.6%
3	97	5.9%
4	62	3.8%
5	26	1.6%
6	37	2.2%
7	30	1.8%
8	31	1.9%
9	17	1.0%

Value	Count	Frequency (%)
1600	1	0.1%
1500	2	0.1%
1400	1	0.1%
1300	2	0.1%
1200	1	0.1%
1100	2	0.1%
1000	1	0.1%
957	1	0.1%
556	1	0.1%
549	1	0.1%

Alcohol
Real number (ℝ)

HIGH CORRELATION

Distinct	833
Distinct (%)	50.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5331959

Minimum	0.01
Maximum	17.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.81
median	3.79
Q3	7.34
95-th percentile	12.036
Maximum	17.87
Range	17.86
Interquartile range (IQR)	6.53

Descriptive statistics

Standard deviation	4.029189
Coefficient of variation (CV)	0.88881864
Kurtosis	-0.59110044
Mean	4.5331959
Median Absolute Deviation (MAD)	3.2
Skewness	0.6625184
Sum	7475.24
Variance	16.234364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	183	11.1%
0.49	9	0.5%
0.55	8	0.5%
0.28	7	0.4%
1.29	7	0.4%
1.18	7	0.4%
0.53	7	0.4%
0.54	7	0.4%
0.03	7	0.4%
0.06	7	0.4%
Other values (823)	1400	84.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	183	11.1%
0.02	5	0.3%
0.03	7	0.4%
0.04	5	0.3%
0.05	2	0.1%
0.06	7	0.4%
0.07	1	0.1%
0.08	4	0.2%
0.09	3	0.2%
0.1	1	0.1%

Value	Count	Frequency (%)
17.87	1	0.1%
17.31	1	0.1%
16.99	1	0.1%
16.58	1	0.1%
16.35	1	0.1%
15.52	1	0.1%
15.19	1	0.1%
15.14	1	0.1%
15.07	1	0.1%
15.04	2	0.1%

percentage expenditure
Real number (ℝ)

HIGH CORRELATION

Distinct	1645
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	698.97356

Minimum	0
Maximum	18961.349
Zeros	5
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.388851
Q1	37.438577
median	145.10225
Q3	509.38999
95-th percentile	3670.88
Maximum	18961.349
Range	18961.349
Interquartile range (IQR)	471.95142

Descriptive statistics

Standard deviation	1759.2293
Coefficient of variation (CV)	2.5168754
Kurtosis	30.992195
Mean	698.97356
Median Absolute Deviation (MAD)	133.95721
Skewness	4.9805739
Sum	1152607.4
Variance	3094887.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	0.3%
334.8174246	1	0.1%
2.092343893	1	0.1%
2.542436908	1	0.1%
36.81621175	1	0.1%
218.5716179	1	0.1%
21.41123529	1	0.1%
253.0007812	1	0.1%
275.064434	1	0.1%
292.753101	1	0.1%
Other values (1635)	1635	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.3%
0.09987219	1	0.1%
0.108055973	1	0.1%
0.27564826	1	0.1%
0.358651421	1	0.1%
0.442802404	1	0.1%
0.5305728	1	0.1%
0.661540371	1	0.1%
0.66751505	1	0.1%
0.697215581	1	0.1%

Value	Count	Frequency (%)
18961.3486	1	0.1%
17028.52798	1	0.1%
16255.16198	1	0.1%
15515.75234	1	0.1%
15345.4907	1	0.1%
12372.05188	1	0.1%
11734.85381	1	0.1%
11714.99858	1	0.1%
11477.6671	1	0.1%
10986.26527	1	0.1%

Hepatitis B
Real number (ℝ)

HIGH CORRELATION

Distinct	83
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.217708

Minimum	2
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	74
median	89
Q3	96
95-th percentile	99
Maximum	99
Range	97
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	25.604664
Coefficient of variation (CV)	0.32321894
Kurtosis	2.2314153
Mean	79.217708
Median Absolute Deviation (MAD)	8
Skewness	-1.7933774
Sum	130630
Variance	655.59881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	137	8.3%
95	115	7.0%
96	111	6.7%
99	109	6.6%
97	92	5.6%
94	89	5.4%
93	61	3.7%
92	58	3.5%
91	51	3.1%
88	51	3.1%
Other values (73)	775	47.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	4	0.2%
4	4	0.2%
5	6	0.4%
6	12	0.7%
7	18	1.1%
8	30	1.8%
9	45	2.7%
11	1	0.1%
12	1	0.1%
14	5	0.3%

Value	Count	Frequency (%)
99	109	6.6%
98	137	8.3%
97	92	5.6%
96	111	6.7%
95	115	7.0%
94	89	5.4%
93	61	3.7%
92	58	3.5%
91	51	3.1%
89	51	3.1%

Measles
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	603
Distinct (%)	36.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2224.4942

Minimum	0
Maximum	131441
Zeros	554
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15
Q3	373
95-th percentile	8756.8
Maximum	131441
Range	131441
Interquartile range (IQR)	373

Descriptive statistics

Standard deviation	10085.802
Coefficient of variation (CV)	4.5339753
Kurtosis	74.67144
Mean	2224.4942
Median Absolute Deviation (MAD)	15
Skewness	7.9578377
Sum	3668191
Variance	1.017234 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	554	33.6%
1	73	4.4%
2	39	2.4%
3	28	1.7%
6	18	1.1%
7	16	1.0%
10	16	1.0%
11	13	0.8%
8	13	0.8%
4	13	0.8%
Other values (593)	866	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	554	33.6%
1	73	4.4%
2	39	2.4%
3	28	1.7%
4	13	0.8%
5	10	0.6%
6	18	1.1%
7	16	1.0%
8	13	0.8%
9	10	0.6%

Value	Count	Frequency (%)
131441	1	0.1%
124219	1	0.1%
118712	1	0.1%
110927	1	0.1%
109023	1	0.1%
99602	1	0.1%
88962	1	0.1%
79563	1	0.1%
71879	1	0.1%
71093	1	0.1%

BMI
Real number (ℝ)

HIGH CORRELATION

Distinct	538
Distinct (%)	32.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.128623

Minimum	2
Maximum	77.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	2
5-th percentile	5.2
Q1	19.5
median	43.7
Q3	55.8
95-th percentile	63.86
Maximum	77.1
Range	75.1
Interquartile range (IQR)	36.3

Descriptive statistics

Standard deviation	19.754249
Coefficient of variation (CV)	0.51809501
Kurtosis	-1.2702262
Mean	38.128623
Median Absolute Deviation (MAD)	15.8
Skewness	-0.23360072
Sum	62874.1
Variance	390.23037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.7	10	0.6%
58.5	10	0.6%
57	10	0.6%
57.2	10	0.6%
47.9	9	0.5%
58.7	9	0.5%
56.3	9	0.5%
21.2	9	0.5%
59.9	9	0.5%
58.1	8	0.5%
Other values (528)	1556	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
2.1	7	0.4%
2.2	5	0.3%
2.3	4	0.2%
2.4	3	0.2%
2.5	6	0.4%
2.6	3	0.2%
2.7	6	0.4%
2.8	3	0.2%
2.9	3	0.2%

Value	Count	Frequency (%)
77.1	1	0.1%
76.7	1	0.1%
76.2	1	0.1%
75.7	1	0.1%
75.2	1	0.1%
74.8	1	0.1%
74.6	1	0.1%
74.3	2	0.1%
74.1	1	0.1%
73.8	2	0.1%

under-five deaths
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	199
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.220133

Minimum	0
Maximum	2100
Zeros	353
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	29
95-th percentile	146.8
Maximum	2100
Range	2100
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	162.898
Coefficient of variation (CV)	3.6837971
Kurtosis	82.187221
Mean	44.220133
Median Absolute Deviation (MAD)	4
Skewness	8.340863
Sum	72919
Variance	26535.758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	353	21.4%
1	230	13.9%
2	115	7.0%
3	93	5.6%
4	90	5.5%
8	35	2.1%
6	32	1.9%
12	31	1.9%
5	26	1.6%
39	23	1.4%
Other values (189)	621	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	353	21.4%
1	230	13.9%
2	115	7.0%
3	93	5.6%
4	90	5.5%
5	26	1.6%
6	32	1.9%
7	20	1.2%
8	35	2.1%
9	23	1.4%

Value	Count	Frequency (%)
2100	1	0.1%
2000	2	0.1%
1900	1	0.1%
1800	1	0.1%
1700	1	0.1%
1600	1	0.1%
1500	1	0.1%
1400	1	0.1%
1300	1	0.1%
1200	1	0.1%

Polio
Real number (ℝ)

HIGH CORRELATION

Distinct	68
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.564585

Minimum	3
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	3
5-th percentile	9
Q1	81
median	93
Q3	97
95-th percentile	99
Maximum	99
Range	96
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	22.450557
Coefficient of variation (CV)	0.26866115
Kurtosis	5.0635507
Mean	83.564585
Median Absolute Deviation (MAD)	5
Skewness	-2.3601769
Sum	137798
Variance	504.02753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	186	11.3%
98	144	8.7%
96	128	7.8%
97	114	6.9%
95	110	6.7%
94	94	5.7%
93	61	3.7%
92	60	3.6%
91	52	3.2%
9	46	2.8%
Other values (58)	654	39.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.1%
4	2	0.1%
5	1	0.1%
6	4	0.2%
7	16	1.0%
8	28	1.7%
9	46	2.8%
23	1	0.1%
24	2	0.1%
26	1	0.1%

Value	Count	Frequency (%)
99	186	11.3%
98	144	8.7%
97	114	6.9%
96	128	7.8%
95	110	6.7%
94	94	5.7%
93	61	3.7%
92	60	3.6%
91	52	3.2%
89	38	2.3%

Total expenditure
Real number (ℝ)

Distinct	669
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9559248

Minimum	0.74
Maximum	14.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0.74
5-th percentile	1.874
Q1	4.41
median	5.84
Q3	7.47
95-th percentile	9.666
Maximum	14.39
Range	13.65
Interquartile range (IQR)	3.06

Descriptive statistics

Standard deviation	2.2993854
Coefficient of variation (CV)	0.3860669
Kurtosis	-0.010252563
Mean	5.9559248
Median Absolute Deviation (MAD)	1.52
Skewness	0.21336166
Sum	9821.32
Variance	5.2871733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.6	12	0.7%
5.3	8	0.5%
6.7	8	0.5%
5.9	8	0.5%
5.92	8	0.5%
6.88	7	0.4%
4.2	7	0.4%
4.26	7	0.4%
4.56	7	0.4%
5.25	7	0.4%
Other values (659)	1570	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.74	1	0.1%
0.76	1	0.1%
0.92	1	0.1%
1.1	2	0.1%
1.12	3	0.2%
1.15	2	0.1%
1.17	1	0.1%
1.18	2	0.1%
1.19	2	0.1%
1.2	3	0.2%

Value	Count	Frequency (%)
14.39	1	0.1%
13.73	1	0.1%
13.66	1	0.1%
13.13	1	0.1%
12.6	1	0.1%
12.24	1	0.1%
12.23	1	0.1%
11.98	1	0.1%
11.97	1	0.1%
11.93	1	0.1%

Diphtheria
Real number (ℝ)

HIGH CORRELATION

Distinct	66
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.155246

Minimum	2
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	82
median	92
Q3	97
95-th percentile	99
Maximum	99
Range	97
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	21.579193
Coefficient of variation (CV)	0.25642124
Kurtosis	5.8556394
Mean	84.155246
Median Absolute Deviation (MAD)	6
Skewness	-2.4874916
Sum	138772
Variance	465.66156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	180	10.9%
98	146	8.9%
95	121	7.3%
96	117	7.1%
97	110	6.7%
94	88	5.3%
92	64	3.9%
93	62	3.8%
91	57	3.5%
89	48	2.9%
Other values (56)	656	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
4	2	0.1%
5	5	0.3%
6	2	0.1%
7	13	0.8%
8	26	1.6%
9	38	2.3%
19	1	0.1%
23	2	0.1%
24	2	0.1%

Value	Count	Frequency (%)
99	180	10.9%
98	146	8.9%
97	110	6.7%
96	117	7.1%
95	121	7.3%
94	88	5.3%
93	62	3.8%
92	64	3.9%
91	57	3.5%
89	48	2.9%

HIV/AIDS
Real number (ℝ)

HIGH CORRELATION

Distinct	167
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.983869

Minimum	0.1
Maximum	50.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.1
median	0.1
Q3	0.7
95-th percentile	10.62
Maximum	50.6
Range	50.5
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	6.0323597
Coefficient of variation (CV)	3.0407046
Kurtosis	27.751492
Mean	1.983869
Median Absolute Deviation (MAD)	0
Skewness	4.9741756
Sum	3271.4
Variance	36.389363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	964	58.5%
0.3	82	5.0%
0.2	66	4.0%
0.4	51	3.1%
0.5	33	2.0%
0.6	29	1.8%
0.9	20	1.2%
0.7	20	1.2%
0.8	19	1.2%
1.5	13	0.8%
Other values (157)	352	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	964	58.5%
0.2	66	4.0%
0.3	82	5.0%
0.4	51	3.1%
0.5	33	2.0%
0.6	29	1.8%
0.7	20	1.2%
0.8	19	1.2%
0.9	20	1.2%
1	9	0.5%

Value	Count	Frequency (%)
50.6	1	0.1%
50.3	1	0.1%
49.9	1	0.1%
49.1	1	0.1%
48.8	1	0.1%
46.4	1	0.1%
43.7	1	0.1%
43.5	1	0.1%
42.1	1	0.1%
40.7	1	0.1%

GDP
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1649
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5566.0319

Minimum	1.68135
Maximum	119172.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	1.68135
5-th percentile	76.357386
Q1	462.14965
median	1592.5722
Q3	4718.5129
95-th percentile	28530.454
Maximum	119172.74
Range	119171.06
Interquartile range (IQR)	4256.3633

Descriptive statistics

Standard deviation	11475.9
Coefficient of variation (CV)	2.0617741
Kurtosis	28.015318
Mean	5566.0319
Median Absolute Deviation (MAD)	1401.2603
Skewness	4.5172974
Sum	9178386.6
Variance	1.3169628 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
584.25921	1	0.1%
1464.497754	1	0.1%
43.646498	1	0.1%
116.2743	1	0.1%
143.6758	1	0.1%
11.147277	1	0.1%
115.565314	1	0.1%
191.55157	1	0.1%
1175.116225	1	0.1%
124.992617	1	0.1%
Other values (1639)	1639	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.68135	1	0.1%
5.6687264	1	0.1%
8.376432	1	0.1%
11.147277	1	0.1%
11.33678	1	0.1%
11.553196	1	0.1%
11.631377	1	0.1%
12.27733	1	0.1%
12.566464	1	0.1%
12.989164	1	0.1%

Value	Count	Frequency (%)
119172.7418	1	0.1%
115761.577	1	0.1%
114293.8433	1	0.1%
113751.85	1	0.1%
89739.7117	1	0.1%
75716.3518	1	0.1%
67792.3386	1	0.1%
67677.63477	1	0.1%
65445.8853	1	0.1%
62245.129	1	0.1%

Population
Real number (ℝ)

Distinct	1647
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14653626

Minimum	34
Maximum	1.2938593 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	34
5-th percentile	7997.8
Q1	191897
median	1419631
Q3	7658972
95-th percentile	57855821
Maximum	1.2938593 × 10⁹
Range	1.2938593 × 10⁹
Interquartile range (IQR)	7467075

Descriptive statistics

Standard deviation	70460393
Coefficient of variation (CV)	4.8083931
Kurtosis	230.16446
Mean	14653626
Median Absolute Deviation (MAD)	1391355
Skewness	14.186299
Sum	2.4163829 × 10¹⁰
Variance	4.964667 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
718239	2	0.1%
1141	2	0.1%
33736494	1	0.1%
5666581	1	0.1%
526796	1	0.1%
5175	1	0.1%
5171734	1	0.1%
524879	1	0.1%
53973	1	0.1%
5379328	1	0.1%
Other values (1637)	1637	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	0.1%
36	1	0.1%
41	1	0.1%
43	1	0.1%
135	1	0.1%
146	1	0.1%
286	1	0.1%
292	1	0.1%
297	1	0.1%
312	1	0.1%

Value	Count	Frequency (%)
1293859294	1	0.1%
1179681239	1	0.1%
1161977719	1	0.1%
1144118674	1	0.1%
1126135777	1	0.1%
255131116	1	0.1%
248883232	1	0.1%
242524123	1	0.1%
236159276	1	0.1%
232989141	1	0.1%

thinness 1-19 years
Real number (ℝ)

HIGH CORRELATION

Distinct	179
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8506367

Minimum	0.1
Maximum	27.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.6
Q1	1.6
median	3
Q3	7.1
95-th percentile	15.04
Maximum	27.2
Range	27.1
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	4.5992284
Coefficient of variation (CV)	0.94817003
Kurtosis	4.1593459
Mean	4.8506367
Median Absolute Deviation (MAD)	2.1
Skewness	1.8210735
Sum	7998.7
Variance	21.152902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	42	2.5%
1.9	41	2.5%
2.2	40	2.4%
1	39	2.4%
2.1	38	2.3%
0.8	37	2.2%
2.3	36	2.2%
1.1	34	2.1%
1.7	34	2.1%
0.6	32	1.9%
Other values (169)	1276	77.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	21	1.3%
0.2	24	1.5%
0.3	5	0.3%
0.5	26	1.6%
0.6	32	1.9%
0.7	31	1.9%
0.8	37	2.2%
0.9	32	1.9%
1	39	2.4%
1.1	34	2.1%

Value	Count	Frequency (%)
27.2	2	0.1%
27.1	2	0.1%
27	3	0.2%
26.9	2	0.1%
26.8	2	0.1%
21.6	1	0.1%
21.4	1	0.1%
21.2	1	0.1%
21	1	0.1%
19.9	2	0.1%

thinness 5-9 years
Real number (ℝ)

HIGH CORRELATION

Distinct	185
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9077623

Minimum	0.1
Maximum	28.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	1.7
median	3.2
Q3	7.1
95-th percentile	14.8
Maximum	28.2
Range	28.1
Interquartile range (IQR)	5.4

Descriptive statistics

Standard deviation	4.6537567
Coefficient of variation (CV)	0.94824412
Kurtosis	4.5198334
Mean	4.9077623
Median Absolute Deviation (MAD)	2.3
Skewness	1.8669799
Sum	8092.9
Variance	21.657452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	45	2.7%
2.1	45	2.7%
0.5	40	2.4%
1.1	39	2.4%
1.7	36	2.2%
0.9	36	2.2%
0.6	35	2.1%
1.3	34	2.1%
2.5	32	1.9%
2	32	1.9%
Other values (175)	1275	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	28	1.7%
0.2	22	1.3%
0.4	8	0.5%
0.5	40	2.4%
0.6	35	2.1%
0.7	24	1.5%
0.8	19	1.2%
0.9	36	2.2%
1	23	1.4%
1.1	39	2.4%

Value	Count	Frequency (%)
28.2	1	0.1%
28.1	1	0.1%
28	2	0.1%
27.9	1	0.1%
27.8	2	0.1%
27.7	1	0.1%
27.6	1	0.1%
27.5	1	0.1%
27.4	1	0.1%
22	1	0.1%

Income composition of resources
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	548
Distinct (%)	33.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63155124

Minimum	0
Maximum	0.936
Zeros	48
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3564
Q1	0.509
median	0.673
Q3	0.751
95-th percentile	0.877
Maximum	0.936
Range	0.936
Interquartile range (IQR)	0.242

Descriptive statistics

Standard deviation	0.18308873
Coefficient of variation (CV)	0.2899032
Kurtosis	2.0611921
Mean	0.63155124
Median Absolute Deviation (MAD)	0.107
Skewness	-1.1552436
Sum	1041.428
Variance	0.033521482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48	2.9%
0.7	16	1.0%
0.739	10	0.6%
0.703	10	0.6%
0.714	10	0.6%
0.712	9	0.5%
0.737	9	0.5%
0.725	9	0.5%
0.695	8	0.5%
0.723	8	0.5%
Other values (538)	1512	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	2.9%
0.279	1	0.1%
0.286	1	0.1%
0.29	1	0.1%
0.298	1	0.1%
0.307	1	0.1%
0.309	1	0.1%
0.311	1	0.1%
0.312	1	0.1%
0.318	2	0.1%

Value	Count	Frequency (%)
0.936	1	0.1%
0.933	1	0.1%
0.93	1	0.1%
0.927	2	0.1%
0.925	1	0.1%
0.923	1	0.1%
0.922	1	0.1%
0.921	2	0.1%
0.92	1	0.1%
0.919	1	0.1%

Schooling
Real number (ℝ)

HIGH CORRELATION

Distinct	147
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.119891

Minimum	4.2
Maximum	20.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	4.2
5-th percentile	7.24
Q1	10.3
median	12.3
Q3	14
95-th percentile	16.3
Maximum	20.7
Range	16.5
Interquartile range (IQR)	3.7

Descriptive statistics

Standard deviation	2.7953875
Coefficient of variation (CV)	0.23064461
Kurtosis	0.045707553
Mean	12.119891
Median Absolute Deviation (MAD)	1.9
Skewness	-0.1281642
Sum	19985.7
Variance	7.8141915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.9	44	2.7%
12.5	35	2.1%
12.8	33	2.0%
12.3	31	1.9%
10.7	31	1.9%
11.9	31	1.9%
12.7	28	1.7%
13.5	28	1.7%
12.4	28	1.7%
13.2	26	1.6%
Other values (137)	1334	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.2	1	0.1%
4.4	1	0.1%
4.5	2	0.1%
4.7	2	0.1%
4.8	1	0.1%
4.9	1	0.1%
5	3	0.2%
5.1	2	0.1%
5.2	4	0.2%
5.3	5	0.3%

Value	Count	Frequency (%)
20.7	1	0.1%
20.6	1	0.1%
20.5	1	0.1%
20.4	1	0.1%
20.3	3	0.2%
20.1	2	0.1%
19.8	1	0.1%
19.5	1	0.1%
19.1	2	0.1%
19	1	0.1%

Life expectancy
Real number (ℝ)

HIGH CORRELATION

Distinct	320
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.302304

Minimum	44
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	44
5-th percentile	52.24
Q1	64.4
median	71.7
Q3	75
95-th percentile	81.56
Maximum	89
Range	45
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	8.7968341
Coefficient of variation (CV)	0.12693422
Kurtosis	0.040320501
Mean	69.302304
Median Absolute Deviation (MAD)	5.1
Skewness	-0.62875808
Sum	114279.5
Variance	77.384291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	36	2.2%
75	20	1.2%
73.9	19	1.2%
78	17	1.0%
74.5	17	1.0%
76	16	1.0%
73.6	16	1.0%
72	15	0.9%
72.8	15	0.9%
74.2	14	0.8%
Other values (310)	1464	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	0.1%
44.3	1	0.1%
44.5	2	0.1%
44.6	2	0.1%
44.8	2	0.1%
45.1	1	0.1%
45.3	3	0.2%
45.4	1	0.1%
45.5	1	0.1%
45.6	1	0.1%

Value	Count	Frequency (%)
89	7	0.4%
88	6	0.4%
87	3	0.2%
86	8	0.5%
85	5	0.3%
84	6	0.4%
83	9	0.5%
82.7	1	0.1%
82.6	1	0.1%
82.5	2	0.1%

Auto

Heatmap
Table

	Year	Adult Mortality	infant deaths	Alcohol	percentage expenditure	Hepatitis B	Measles	BMI	under-five deaths	Polio	Total expenditure	Diphtheria	HIV/AIDS	GDP	Population	thinness 1-19 years	thinness 5-9 years	Income composition of resources	Schooling	Life expectancy	Status
Year	1.000	-0.015	0.010	-0.178	0.135	0.118	-0.052	0.054	0.015	-0.005	0.047	0.026	0.052	0.142	0.051	0.010	0.007	0.096	0.095	0.056	0.000
Adult Mortality	-0.015	1.000	0.342	-0.222	-0.323	-0.165	0.138	-0.388	0.358	-0.255	-0.176	-0.265	0.524	-0.329	0.100	0.396	0.414	-0.524	-0.464	-0.656	0.311
infant deaths	0.010	0.342	1.000	-0.337	-0.424	-0.294	0.557	-0.454	0.993	-0.355	-0.212	-0.343	0.427	-0.411	0.486	0.436	0.452	-0.525	-0.547	-0.521	0.043
Alcohol	-0.178	-0.222	-0.337	1.000	0.448	0.177	-0.121	0.375	-0.333	0.324	0.257	0.338	-0.200	0.454	0.033	-0.432	-0.415	0.616	0.605	0.452	0.741
percentage expenditure	0.135	-0.323	-0.424	0.448	1.000	0.190	-0.199	0.432	-0.427	0.275	0.263	0.287	-0.366	0.927	-0.029	-0.437	-0.444	0.624	0.613	0.577	0.465
Hepatitis B	0.118	-0.165	-0.294	0.177	0.190	1.000	-0.212	0.189	-0.292	0.756	0.114	0.785	-0.288	0.217	-0.116	-0.077	-0.092	0.337	0.351	0.298	0.189
Measles	-0.052	0.138	0.557	-0.121	-0.199	-0.212	1.000	-0.245	0.560	-0.199	-0.172	-0.201	0.129	-0.160	0.311	0.312	0.336	-0.203	-0.226	-0.250	0.000
BMI	0.054	-0.388	-0.454	0.375	0.432	0.189	-0.245	1.000	-0.467	0.248	0.247	0.249	-0.477	0.446	-0.065	-0.593	-0.609	0.623	0.621	0.584	0.478
under-five deaths	0.015	0.358	0.993	-0.333	-0.427	-0.292	0.560	-0.467	1.000	-0.353	-0.214	-0.341	0.454	-0.416	0.482	0.445	0.459	-0.536	-0.557	-0.538	0.037
Polio	-0.005	-0.255	-0.355	0.324	0.275	0.756	-0.199	0.248	-0.353	1.000	0.141	0.931	-0.374	0.304	-0.090	-0.195	-0.209	0.479	0.468	0.435	0.274
Total expenditure	0.047	-0.176	-0.212	0.257	0.263	0.114	-0.172	0.247	-0.214	0.141	1.000	0.153	-0.092	0.182	-0.086	-0.279	-0.306	0.236	0.272	0.271	0.325
Diphtheria	0.026	-0.265	-0.343	0.338	0.287	0.785	-0.201	0.249	-0.341	0.931	0.153	1.000	-0.367	0.313	-0.076	-0.201	-0.210	0.491	0.480	0.448	0.275
HIV/AIDS	0.052	0.524	0.427	-0.200	-0.366	-0.288	0.129	-0.477	0.454	-0.374	-0.092	-0.367	1.000	-0.403	0.094	0.479	0.458	-0.630	-0.580	-0.720	0.105
GDP	0.142	-0.329	-0.411	0.454	0.927	0.217	-0.160	0.446	-0.416	0.304	0.182	0.313	-0.403	1.000	-0.027	-0.403	-0.407	0.653	0.632	0.571	0.499
Population	0.051	0.100	0.486	0.033	-0.029	-0.116	0.311	-0.065	0.482	-0.090	-0.086	-0.076	0.094	-0.027	1.000	0.080	0.090	-0.038	-0.047	-0.080	0.041
thinness 1-19 years	0.010	0.396	0.436	-0.432	-0.437	-0.077	0.312	-0.593	0.445	-0.195	-0.279	-0.201	0.479	-0.403	0.080	1.000	0.930	-0.600	-0.581	-0.620	0.359
thinness 5-9 years	0.007	0.414	0.452	-0.415	-0.444	-0.092	0.336	-0.609	0.459	-0.209	-0.306	-0.210	0.458	-0.407	0.090	0.930	1.000	-0.591	-0.574	-0.630	0.362
Income composition of resources	0.096	-0.524	-0.525	0.616	0.624	0.337	-0.203	0.623	-0.536	0.479	0.236	0.491	-0.630	0.653	-0.038	-0.600	-0.591	1.000	0.909	0.849	0.662
Schooling	0.095	-0.464	-0.547	0.605	0.613	0.351	-0.226	0.621	-0.557	0.468	0.272	0.480	-0.580	0.632	-0.047	-0.581	-0.574	0.909	1.000	0.775	0.597
Life expectancy	0.056	-0.656	-0.521	0.452	0.577	0.298	-0.250	0.584	-0.538	0.435	0.271	0.448	-0.720	0.571	-0.080	-0.620	-0.630	0.849	0.775	1.000	0.572
Status	0.000	0.311	0.043	0.741	0.465	0.189	0.000	0.478	0.037	0.274	0.325	0.275	0.105	0.499	0.041	0.359	0.362	0.662	0.597	0.572	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Year	Status	Adult Mortality	infant deaths	Alcohol	percentage expenditure	Hepatitis B	Measles	BMI	under-five deaths	Polio	Total expenditure	Diphtheria	HIV/AIDS	GDP	Population	thinness 1-19 years	thinness 5-9 years	Income composition of resources	Schooling	Life expectancy
0	2015	Developing	263.0	62	0.01	71.279624	65.0	1154	19.1	83	6.0	8.16	65.0	0.1	584.259210	33736494.0	17.2	17.3	0.479	10.1	65.0
1	2014	Developing	271.0	64	0.01	73.523582	62.0	492	18.6	86	58.0	8.18	62.0	0.1	612.696514	327582.0	17.5	17.5	0.476	10.0	59.9
2	2013	Developing	268.0	66	0.01	73.219243	64.0	430	18.1	89	62.0	8.13	64.0	0.1	631.744976	31731688.0	17.7	17.7	0.470	9.9	59.9
3	2012	Developing	272.0	69	0.01	78.184215	67.0	2787	17.6	93	67.0	8.52	67.0	0.1	669.959000	3696958.0	17.9	18.0	0.463	9.8	59.5
4	2011	Developing	275.0	71	0.01	7.097109	68.0	3013	17.2	97	68.0	7.87	68.0	0.1	63.537231	2978599.0	18.2	18.2	0.454	9.5	59.2
5	2010	Developing	279.0	74	0.01	79.679367	66.0	1989	16.7	102	66.0	9.20	66.0	0.1	553.328940	2883167.0	18.4	18.4	0.448	9.2	58.8
6	2009	Developing	281.0	77	0.01	56.762217	63.0	2861	16.2	106	63.0	9.42	63.0	0.1	445.893298	284331.0	18.6	18.7	0.434	8.9	58.6
7	2008	Developing	287.0	80	0.03	25.873925	64.0	1599	15.7	110	64.0	8.33	64.0	0.1	373.361116	2729431.0	18.8	18.9	0.433	8.7	58.1
8	2007	Developing	295.0	82	0.02	10.910156	63.0	1141	15.2	113	63.0	6.73	63.0	0.1	369.835796	26616792.0	19.0	19.1	0.415	8.4	57.5
9	2006	Developing	295.0	84	0.03	17.171518	64.0	1990	14.7	116	58.0	7.43	58.0	0.1	272.563770	2589345.0	19.2	19.3	0.405	8.1	57.3

	Year	Status	Adult Mortality	infant deaths	Alcohol	percentage expenditure	Hepatitis B	Measles	BMI	under-five deaths	Polio	Total expenditure	Diphtheria	HIV/AIDS	GDP	Population	thinness 1-19 years	thinness 5-9 years	Income composition of resources	Schooling	Life expectancy
1639	2009	Developing	587.0	30	4.64	1.040021	73.0	853	29.0	45	69.0	6.26	73.0	18.1	65.824121	1381599.0	7.5	7.4	0.419	9.9	50.0
1640	2008	Developing	632.0	30	3.56	20.843429	75.0	0	28.6	46	75.0	4.96	75.0	20.5	325.678573	13558469.0	7.8	7.8	0.421	9.7	48.2
1641	2007	Developing	67.0	29	3.88	29.814566	72.0	242	28.2	46	73.0	4.47	73.0	23.7	396.998217	1332999.0	8.2	8.2	0.414	9.6	46.6
1642	2006	Developing	7.0	28	4.57	34.262169	68.0	212	27.9	45	71.0	5.12	7.0	26.8	414.796232	13124267.0	8.6	8.6	0.408	9.5	45.4
1643	2005	Developing	717.0	28	4.14	8.717409	65.0	420	27.5	43	69.0	6.44	68.0	30.3	444.765750	129432.0	9.0	9.0	0.406	9.3	44.6
1644	2004	Developing	723.0	27	4.36	0.000000	68.0	31	27.1	42	67.0	7.13	65.0	33.6	454.366654	12777511.0	9.4	9.4	0.407	9.2	44.3
1645	2003	Developing	715.0	26	4.06	0.000000	7.0	998	26.7	41	7.0	6.52	68.0	36.7	453.351155	12633897.0	9.8	9.9	0.418	9.5	44.5
1646	2002	Developing	73.0	25	4.43	0.000000	73.0	304	26.3	40	73.0	6.53	71.0	39.8	57.348340	125525.0	1.2	1.3	0.427	10.0	44.8
1647	2001	Developing	686.0	25	1.72	0.000000	76.0	529	25.9	39	76.0	6.16	75.0	42.1	548.587312	12366165.0	1.6	1.7	0.427	9.8	45.3
1648	2000	Developing	665.0	24	1.68	0.000000	79.0	1483	25.5	39	78.0	7.10	78.0	43.5	547.358879	12222251.0	11.0	11.2	0.434	9.8	46.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample